Assumption GAN and condition \(\mathbb {E}[\sup _{\theta \in \Theta }|F(X,Z,\theta )|]<\infty \) 
imply Assumption 1(a) by [1]}
(cf. also the more transparent Example 19.8 and Theorem 19.4 of [2]}
where slightly stronger assumptions are made).
